added parameter fill empty

network_extensions/igraphx/__init__.py

@@ -1427,6 +1427,7 @@ def calcTop(
     displayAttr2=None,
     deleteZero=True,
     normalize=None,
+    fill_empty = False,
     **kwargs
 ):
     """
@@ -1443,6 +1444,7 @@ def calcTop(
     :param displayAttr2: Additional attribute, defaults to None
     :param deleteZero: Don't return entries with value 0, defaults to True
     :param normalize: Normalize the results, value can be None, mean or median, defaults to None
+    :param fill_empty: extend all entries to the length number, defaults to false
     :param kwargs: kwargs to be passed to the centrality to function see above
     :return:
     """
@@ -1520,7 +1522,10 @@ def calcTop(
     bct_pairs_sorted = sorted(bct_pairs, key=lambda x: x[-1])
     bct_pairs_sorted.reverse()
 
-    return bct_pairs_sorted[0:number]
+    ret =  bct_pairs_sorted[0:number]
+    if len(ret) < number and fill_empty:
+        ret = ret + [("", math.nan) for x in range(0, number - len(ret))]
+    return ret
 
 
 def calcTopsForYears(
@@ -1534,6 +1539,7 @@ def calcTopsForYears(
     displayAttr2=None,
     deleteZero=True,
     normalize=None,
+    fill_empty = False,
     mode ="vertex",
     **kwargs
 ):
@@ -1550,6 +1556,7 @@ def calcTopsForYears(
     :param displayAttr2: Additional attribute, defaults to None
     :param deleteZero: Don't return entries with value 0, defaults to True
     :param normalize: Normalize the results, value can be None, mean or median, defaults to None
+    :param fill_empty: extend all entries to the length number, defaults to false
     :param kwargs: kwargs to be passed to the centrality to function see above
     :return:
 
@@ -1593,6 +1600,7 @@ def calcTopsForYears(
                     deleteZero=deleteZero,
                     normalize=normalize,
                     mode=mode,
+                    fill_empty = fill_empty,
                     **kwargs
                 )
 
@@ -1608,6 +1616,7 @@ def calcTopsForYears(
                 deleteZero=deleteZero,
                 normalize=normalize,
                 mode = mode,
+                fill_empty = fill_empty,
                 **kwargs
             )